Overview

Dataset statistics

Number of variables30
Number of observations20
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.8 KiB
Average record size in memory246.4 B

Variable types

NUM29
CAT1

Warnings

turnover_vol_5d_min is highly correlated with DAVOL5_min and 4 other fieldsHigh correlation
DAVOL5_min is highly correlated with turnover_vol_5d_min and 8 other fieldsHigh correlation
TO_5d_min is highly correlated with VSTD_6d_min and 2 other fieldsHigh correlation
VSTD_6d_min is highly correlated with TO_5d_min and 3 other fieldsHigh correlation
PPReversal_20_min is highly correlated with DAVOL5_min and 2 other fieldsHigh correlation
NCFP_min is highly correlated with DAVOL5_min and 9 other fieldsHigh correlation
TO_20d_min is highly correlated with NCFP_min and 8 other fieldsHigh correlation
BP_LF_min is highly correlated with TO_20d_min and 8 other fieldsHigh correlation
turnover_vol_5d_max is highly correlated with VSTD_6d_min and 4 other fieldsHigh correlation
VSTD_6d_max is highly correlated with turnover_vol_5d_max and 1 other fieldsHigh correlation
n_cashflow_act is highly correlated with DAVOL5_min and 9 other fieldsHigh correlation
assets_turn is highly correlated with DAVOL5_min and 9 other fieldsHigh correlation
current_ratio is highly correlated with TO_20d_min and 8 other fieldsHigh correlation
ocf_to_or is highly correlated with DAVOL5_min and 9 other fieldsHigh correlation
opincome_of_ebt is highly correlated with DAVOL5_min and 9 other fieldsHigh correlation
wgt_turn_6m is highly correlated with turnover_vol_5d_min and 9 other fieldsHigh correlation
wgt_turn_3m is highly correlated with turnover_vol_100d_minHigh correlation
turnover_vol_100d_min is highly correlated with wgt_turn_3mHigh correlation
turn_3m is highly correlated with VSTD_6d_min and 3 other fieldsHigh correlation
wgt_return_12m is highly correlated with DAVOL5_min and 2 other fieldsHigh correlation
wgt_return_6m is highly correlated with turnover_vol_20d_max and 1 other fieldsHigh correlation
turnover_vol_20d_max is highly correlated with wgt_return_6m and 1 other fieldsHigh correlation
wgt_return_3m is highly correlated with turnover_vol_20d_max and 1 other fieldsHigh correlation
wgt_return_1m is highly correlated with DAVOL5_min and 3 other fieldsHigh correlation
return_3m is highly correlated with VSTD_6d_min and 3 other fieldsHigh correlation
return_1m is highly correlated with TO_20d_min and 8 other fieldsHigh correlation
name has unique values Unique
NCFP_min has unique values Unique
BP_LF_min has unique values Unique
turnover_vol_5d_max has unique values Unique
n_cashflow_act has unique values Unique
assets_turn has unique values Unique
current_ratio has unique values Unique
ocf_to_or has unique values Unique
opincome_of_ebt has unique values Unique
wgt_turn_6m has unique values Unique
DAVOL20_min has 3 (15.0%) zeros Zeros
DAVOL5_min has 2 (10.0%) zeros Zeros
VSTD_6d_min has 2 (10.0%) zeros Zeros
turnover_vol_100d_min has 4 (20.0%) zeros Zeros
turnover_vol_5d_min has 3 (15.0%) zeros Zeros
TO_100d_min has 5 (25.0%) zeros Zeros
TO_20d_min has 3 (15.0%) zeros Zeros
TO_5d_min has 3 (15.0%) zeros Zeros
PPReversal_20_min has 4 (20.0%) zeros Zeros
VSTD_6d_max has 3 (15.0%) zeros Zeros
turnover_vol_20d_max has 4 (20.0%) zeros Zeros
turnover_vol_5d_max has 1 (5.0%) zeros Zeros
wgt_turn_6m has 1 (5.0%) zeros Zeros
wgt_turn_3m has 3 (15.0%) zeros Zeros
turn_6m has 4 (20.0%) zeros Zeros
turn_3m has 2 (10.0%) zeros Zeros
wgt_return_12m has 5 (25.0%) zeros Zeros
wgt_return_6m has 2 (10.0%) zeros Zeros
wgt_return_3m has 3 (15.0%) zeros Zeros
wgt_return_1m has 3 (15.0%) zeros Zeros
return_3m has 2 (10.0%) zeros Zeros
return_1m has 2 (10.0%) zeros Zeros

Reproduction

Analysis started2020-12-18 06:00:02.115666
Analysis finished2020-12-18 06:01:43.968032
Duration1 minute and 41.85 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

name
Categorical

UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size160.0 B
002426.SZ
 
1
002655.SZ
 
1
002459.SZ
 
1
002280.SZ
 
1
000606.SZ
 
1
Other values (15)
15 
ValueCountFrequency (%) 
002426.SZ15.0%
 
002655.SZ15.0%
 
002459.SZ15.0%
 
002280.SZ15.0%
 
000606.SZ15.0%
 
000810.SZ15.0%
 
000586.SZ15.0%
 
002475.SZ15.0%
 
002174.SZ15.0%
 
002658.SZ15.0%
 
Other values (10)1050.0%
 
2020-12-18T14:01:44.073580image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique20 ?
Unique (%)100.0%
2020-12-18T14:01:44.232946image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length9
Median length9
Mean length9
Min length9

DAVOL20_min
Real number (ℝ)

ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1378910265
Minimum-0.001104327518
Maximum0.6251
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:44.360929image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001104327518
5-th percentile-0.0006319802321
Q10.002032125688
median0.007071810467
Q30.304125
95-th percentile0.5019470408
Maximum0.6251
Range0.6262043275
Interquartile range (IQR)0.3020928743

Descriptive statistics

Standard deviation0.2018265926
Coefficient of variation (CV)1.463667345
Kurtosis0.1339765857
Mean0.1378910265
Median Absolute Deviation (MAD)0.007071810467
Skewness1.172157843
Sum2.757820531
Variance0.0407339735
MonotocityNot monotonic
2020-12-18T14:01:44.490596image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.388515.0%
 
0.300915.0%
 
0.00400586643315.0%
 
0.00313883613215.0%
 
-0.00110432751815.0%
 
0.625115.0%
 
0.00782915032415.0%
 
0.00779401187915.0%
 
0.313815.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00110432751815.0%
 
-0.000607119848615.0%
 
0315.0%
 
0.00270950091715.0%
 
0.00313883613215.0%
 
ValueCountFrequency (%) 
0.625115.0%
 
0.495465306115.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 

DAVOL5_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2208634603
Minimum-0.003113619431
Maximum1.2393
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:44.621359image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003113619431
5-th percentile-0.0008766642403
Q10.002135441705
median0.007849595303
Q30.31215
95-th percentile1.084355
Maximum1.2393
Range1.242413619
Interquartile range (IQR)0.3100145583

Descriptive statistics

Standard deviation0.3601240367
Coefficient of variation (CV)1.630527911
Kurtosis3.524392006
Mean0.2208634603
Median Absolute Deviation (MAD)0.008229060181
Skewness1.985972244
Sum4.417269207
Variance0.1296893218
MonotocityNot monotonic
2020-12-18T14:01:44.770554image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.00829005137815.0%
 
0.012997912915.0%
 
-0.000758929756615.0%
 
0.00323987122315.0%
 
0.00476306920815.0%
 
0.00469462897515.0%
 
0.250515.0%
 
0.300915.0%
 
-0.00311361943115.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
-0.00311361943115.0%
 
-0.000758929756615.0%
 
0210.0%
 
0.000951781627515.0%
 
0.00252999506515.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.495465306115.0%
 
0.388515.0%
 
0.313815.0%
 

VSTD_6d_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1780345104
Minimum-0.002758243947
Maximum1.0762
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:44.906976image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.002758243947
5-th percentile-0.0001379121974
Q10.003115035629
median0.007551814878
Q30.304125
95-th percentile0.647655
Maximum1.0762
Range1.078958244
Interquartile range (IQR)0.3010099644

Descriptive statistics

Standard deviation0.2794347187
Coefficient of variation (CV)1.569553667
Kurtosis4.815188469
Mean0.1780345104
Median Absolute Deviation (MAD)0.007551814878
Skewness2.059275353
Sum3.560690209
Variance0.07808376201
MonotocityNot monotonic
2020-12-18T14:01:45.045010image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.00358144973415.0%
 
0.300915.0%
 
0.000716726179115.0%
 
0.00449246223115.0%
 
0.00625834805115.0%
 
0.00440908653115.0%
 
0.625115.0%
 
0.00329549581215.0%
 
0.313815.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
-0.00275824394715.0%
 
0210.0%
 
0.000716726179115.0%
 
0.00257365507915.0%
 
0.00329549581215.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 

turnover_vol_100d_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct17
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1522104636
Minimum-0.00313169783
Maximum1.2393
Zeros4
Zeros (%)20.0%
Memory size160.0 B
2020-12-18T14:01:45.181289image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.00313169783
5-th percentile-0.0005052096587
Q10
median0.006891638081
Q30.2631
95-th percentile0.5326570408
Maximum1.2393
Range1.242431698
Interquartile range (IQR)0.2631

Descriptive statistics

Standard deviation0.3008666926
Coefficient of variation (CV)1.97664921
Kurtosis8.993505069
Mean0.1522104636
Median Absolute Deviation (MAD)0.006891638081
Skewness2.793568222
Sum3.044209271
Variance0.09052076671
MonotocityNot monotonic
2020-12-18T14:01:45.335102image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
0420.0%
 
0.250515.0%
 
0.011362114315.0%
 
0.495465306115.0%
 
0.00684448145615.0%
 
-0.000366973439215.0%
 
0.00378901441215.0%
 
0.0151881364915.0%
 
-0.0031316978315.0%
 
0.00349701569215.0%
 
Other values (7)735.0%
 
ValueCountFrequency (%) 
-0.0031316978315.0%
 
-0.000366973439215.0%
 
0420.0%
 
0.00349701569215.0%
 
0.00378901441215.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.495465306115.0%
 
0.388515.0%
 
0.311615.0%
 
0.300915.0%
 

turnover_vol_5d_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1927256451
Minimum-0.003421400774
Maximum1.2393
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:45.465395image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003421400774
5-th percentile-0.0007616646308
Q10.00185723784
median0.005780300652
Q30.2631
95-th percentile1.084355
Maximum1.2393
Range1.242721401
Interquartile range (IQR)0.2612427622

Descriptive statistics

Standard deviation0.3564843499
Coefficient of variation (CV)1.849698568
Kurtosis4.636110207
Mean0.1927256451
Median Absolute Deviation (MAD)0.005780300652
Skewness2.26915836
Sum3.854512903
Variance0.1270810917
MonotocityNot monotonic
2020-12-18T14:01:45.606491image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.0036964787415.0%
 
0.311615.0%
 
0.00933701356615.0%
 
-0.00342140077415.0%
 
0.00432079813515.0%
 
0.250515.0%
 
0.300915.0%
 
0.00247631712115.0%
 
1.076215.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00342140077415.0%
 
-0.00062167851815.0%
 
0315.0%
 
0.00247631712115.0%
 
0.00364193752315.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.388515.0%
 
0.311615.0%
 
0.300915.0%
 

TO_100d_min
Real number (ℝ)

ZEROS

Distinct16
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1236550009
Minimum-0.003973237964
Maximum1.0762
Zeros5
Zeros (%)25.0%
Memory size160.0 B
2020-12-18T14:01:45.742598image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003973237964
5-th percentile-0.001818210021
Q10
median0.003429651246
Q30.09176437576
95-th percentile0.422885
Maximum1.0762
Range1.080173238
Interquartile range (IQR)0.09176437576

Descriptive statistics

Standard deviation0.262400752
Coefficient of variation (CV)2.122039142
Kurtosis9.19641019
Mean0.1236550009
Median Absolute Deviation (MAD)0.005096417566
Skewness2.845515822
Sum2.473100018
Variance0.06885415465
MonotocityNot monotonic
2020-12-18T14:01:45.875427image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%) 
0525.0%
 
-0.00170478749815.0%
 
0.313815.0%
 
0.388515.0%
 
0.014166495115.0%
 
-0.00162874514115.0%
 
0.300915.0%
 
0.339115.0%
 
0.0220525010115.0%
 
0.00356789625915.0%
 
Other values (6)630.0%
 
ValueCountFrequency (%) 
-0.00397323796415.0%
 
-0.00170478749815.0%
 
-0.00162874514115.0%
 
0525.0%
 
0.00123872340615.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 
0.300915.0%
 

TO_20d_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.210944934
Minimum-0.001973063929
Maximum1.2393
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:46.004921image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001973063929
5-th percentile-9.865319646e-05
Q10.003322944078
median0.008023137026
Q30.303575
95-th percentile1.084355
Maximum1.2393
Range1.241273064
Interquartile range (IQR)0.3002520559

Descriptive statistics

Standard deviation0.3671151748
Coefficient of variation (CV)1.740336532
Kurtosis3.348472973
Mean0.210944934
Median Absolute Deviation (MAD)0.008023137026
Skewness2.005120628
Sum4.218898679
Variance0.1347735515
MonotocityNot monotonic
2020-12-18T14:01:46.152683image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.300915.0%
 
0.00148318592515.0%
 
0.280897053115.0%
 
-0.00197306392915.0%
 
0.0132030557115.0%
 
0.00834266829715.0%
 
0.0194327699415.0%
 
0.00770360575615.0%
 
0.00665454475715.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00197306392915.0%
 
0315.0%
 
0.00148318592515.0%
 
0.00393619679615.0%
 
0.00581659866715.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.313815.0%
 
0.311615.0%
 

TO_5d_min
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1673559215
Minimum-0.003996216582
Maximum1.0762
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:46.288117image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003996216582
5-th percentile-0.0001998108291
Q10.002955691645
median0.009306786919
Q30.304125
95-th percentile0.647655
Maximum1.0762
Range1.080196217
Interquartile range (IQR)0.3011693084

Descriptive statistics

Standard deviation0.2807626751
Coefficient of variation (CV)1.677638129
Kurtosis5.054461283
Mean0.1673559215
Median Absolute Deviation (MAD)0.009306786919
Skewness2.148302194
Sum3.34711843
Variance0.07882767971
MonotocityNot monotonic
2020-12-18T14:01:46.422562image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.00354667780915.0%
 
0.300915.0%
 
0.0127466123415.0%
 
0.0192618413115.0%
 
0.00777607368315.0%
 
0.625115.0%
 
1.076215.0%
 
0.00118273315315.0%
 
0.00789479742515.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00399621658215.0%
 
0315.0%
 
0.00118273315315.0%
 
0.00354667780915.0%
 
0.00605562537215.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 

PPReversal_20_min
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct17
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1887780383
Minimum0
Maximum1.2393
Zeros4
Zeros (%)20.0%
Memory size160.0 B
2020-12-18T14:01:46.548115image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.003511981072
median0.009069607546
Q30.2631
95-th percentile1.084355
Maximum1.2393
Range1.2393
Interquartile range (IQR)0.2595880189

Descriptive statistics

Standard deviation0.36189301
Coefficient of variation (CV)1.917029191
Kurtosis4.305158869
Mean0.1887780383
Median Absolute Deviation (MAD)0.008147116608
Skewness2.225936104
Sum3.775560766
Variance0.1309665507
MonotocityNot monotonic
2020-12-18T14:01:46.687622image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
0420.0%
 
0.487734066615.0%
 
0.300915.0%
 
0.0124811016115.0%
 
0.339115.0%
 
0.00430996487115.0%
 
0.0138189428615.0%
 
0.0162942332215.0%
 
0.00447353320915.0%
 
1.239315.0%
 
Other values (7)735.0%
 
ValueCountFrequency (%) 
0420.0%
 
0.00332075565915.0%
 
0.00357572287715.0%
 
0.00430996487115.0%
 
0.00447353320915.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.487734066615.0%
 
0.339115.0%
 
0.300915.0%
 

NCFP_min
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2710194888
Minimum0.00128306511
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:46.825456image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.00128306511
5-th percentile0.00195678575
Q10.005818628333
median0.1406132256
Q30.35145
95-th percentile1.084355
Maximum1.2393
Range1.238016935
Interquartile range (IQR)0.3456313717

Descriptive statistics

Standard deviation0.3600958375
Coefficient of variation (CV)1.328671378
Kurtosis2.322640097
Mean0.2710194888
Median Absolute Deviation (MAD)0.1389755706
Skewness1.635639026
Sum5.420389776
Variance0.1296690122
MonotocityNot monotonic
2020-12-18T14:01:46.960963image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.00199224473115.0%
 
0.00367069429515.0%
 
0.300915.0%
 
0.0307264511315.0%
 
0.481105299415.0%
 
0.017100140315.0%
 
0.625115.0%
 
0.00453732135515.0%
 
0.00683015988915.0%
 
0.01729717615.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
0.0012830651115.0%
 
0.00199224473115.0%
 
0.00367069429515.0%
 
0.00453732135515.0%
 
0.00463357891215.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.481105299415.0%
 
0.388515.0%
 

BP_LF_min
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2550296444
Minimum0.0001863084192
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:47.093592image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.0001863084192
5-th percentile0.00122649931
Q10.003046544066
median0.1143107044
Q30.320125
95-th percentile1.084355
Maximum1.2393
Range1.239113692
Interquartile range (IQR)0.3170784559

Descriptive statistics

Standard deviation0.3589790375
Coefficient of variation (CV)1.407597295
Kurtosis2.779608205
Mean0.2550296444
Median Absolute Deviation (MAD)0.1135769271
Skewness1.772143698
Sum5.100592888
Variance0.1288659494
MonotocityNot monotonic
2020-12-18T14:01:47.237918image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.313815.0%
 
0.00226940285415.0%
 
0.300915.0%
 
0.00128124619915.0%
 
0.00525655140515.0%
 
0.00543195012315.0%
 
0.222502354815.0%
 
0.250515.0%
 
0.00556287195615.0%
 
0.339115.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
0.000186308419215.0%
 
0.00128124619915.0%
 
0.00171812699315.0%
 
0.00195943030215.0%
 
0.00226940285415.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 

VSTD_6d_max
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1574317478
Minimum-0.003108210896
Maximum1.0762
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:47.369734image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003108210896
5-th percentile-0.001556649564
Q10.001275085358
median0.003599768889
Q30.2631
95-th percentile0.647655
Maximum1.0762
Range1.079308211
Interquartile range (IQR)0.2618249146

Descriptive statistics

Standard deviation0.2773884527
Coefficient of variation (CV)1.761960065
Kurtosis5.852652121
Mean0.1574317478
Median Absolute Deviation (MAD)0.004337263109
Skewness2.304014771
Sum3.148634957
Variance0.07694435369
MonotocityNot monotonic
2020-12-18T14:01:47.502742image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.00889321967215.0%
 
0.300915.0%
 
0.625115.0%
 
0.244258665515.0%
 
-0.00310821089615.0%
 
0.00388077944615.0%
 
0.0032984794815.0%
 
0.00366766306315.0%
 
0.00299819104715.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00310821089615.0%
 
-0.00147498844115.0%
 
0315.0%
 
0.00170011381115.0%
 
0.00288916934315.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.313815.0%
 
0.311615.0%
 
0.300915.0%
 

turnover_vol_20d_max
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct17
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1573327313
Minimum-0.002486326919
Maximum1.2393
Zeros4
Zeros (%)20.0%
Memory size160.0 B
2020-12-18T14:01:47.637610image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.002486326919
5-th percentile-0.000124316346
Q10.0009068328145
median0.004785825279
Q30.2599087875
95-th percentile0.65581
Maximum1.2393
Range1.241786327
Interquartile range (IQR)0.2590019546

Descriptive statistics

Standard deviation0.3099826682
Coefficient of variation (CV)1.970236363
Kurtosis7.649355423
Mean0.1573327313
Median Absolute Deviation (MAD)0.004785825279
Skewness2.624126339
Sum3.146654626
Variance0.0960892546
MonotocityNot monotonic
2020-12-18T14:01:47.778939image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
0420.0%
 
0.250515.0%
 
0.00120911041915.0%
 
0.288135149915.0%
 
0.00391857369815.0%
 
0.625115.0%
 
0.00168338544215.0%
 
0.0056530768615.0%
 
0.0133958484815.0%
 
0.388515.0%
 
Other values (7)735.0%
 
ValueCountFrequency (%) 
-0.00248632691915.0%
 
0420.0%
 
0.00120911041915.0%
 
0.00168338544215.0%
 
0.00268304815915.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.625115.0%
 
0.388515.0%
 
0.311615.0%
 
0.288135149915.0%
 

turnover_vol_5d_max
Real number (ℝ)

HIGH CORRELATION
UNIQUE
ZEROS

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.193948999
Minimum-0.004934453778
Maximum1.0762
Zeros1
Zeros (%)5.0%
Memory size160.0 B
2020-12-18T14:01:47.913624image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.004934453778
5-th percentile-0.0008455179969
Q10.001899261239
median0.00995290824
Q30.31215
95-th percentile0.647655
Maximum1.0762
Range1.081134454
Interquartile range (IQR)0.3102507388

Descriptive statistics

Standard deviation0.2783178559
Coefficient of variation (CV)1.435005374
Kurtosis4.378413781
Mean0.193948999
Median Absolute Deviation (MAD)0.01273529055
Skewness1.912206477
Sum3.878979979
Variance0.07746082889
MonotocityNot monotonic
2020-12-18T14:01:48.049286image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.313815.0%
 
0.388515.0%
 
-0.00493445377815.0%
 
0.0115679715.0%
 
0.00833784648415.0%
 
0.00409536748215.0%
 
0.625115.0%
 
0.000543141916715.0%
 
0.300915.0%
 
0.245095649515.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
-0.00493445377815.0%
 
-0.000630310850515.0%
 
-3.634517019e-0515.0%
 
015.0%
 
0.000543141916715.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 

n_cashflow_act
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2712929377
Minimum-0.001440424126
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:48.184178image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001440424126
5-th percentile0.00314889588
Q10.009067259347
median0.1413389851
Q30.35145
95-th percentile1.084355
Maximum1.2393
Range1.240740424
Interquartile range (IQR)0.3423827407

Descriptive statistics

Standard deviation0.3594749249
Coefficient of variation (CV)1.325043431
Kurtosis2.352709848
Mean0.2712929377
Median Absolute Deviation (MAD)0.1403639777
Skewness1.643498109
Sum5.425858753
Variance0.1292222216
MonotocityNot monotonic
2020-12-18T14:01:48.328752image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.0209312023515.0%
 
-0.00144042412615.0%
 
0.00358264087215.0%
 
0.625115.0%
 
0.0142923444515.0%
 
0.474991908815.0%
 
0.0112442592315.0%
 
0.00393680750915.0%
 
0.300915.0%
 
0.00925871632315.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
-0.00144042412615.0%
 
0.00339043903815.0%
 
0.00358264087215.0%
 
0.00393680750915.0%
 
0.00849288841915.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.474991908815.0%
 
0.388515.0%
 

assets_turn
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2687143088
Minimum0.001125059376
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:48.459351image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.001125059376
5-th percentile0.003047100118
Q10.006603787642
median0.1326500032
Q30.35145
95-th percentile1.084355
Maximum1.2393
Range1.238174941
Interquartile range (IQR)0.3448462124

Descriptive statistics

Standard deviation0.3604821319
Coefficient of variation (CV)1.341507021
Kurtosis2.353529899
Mean0.2687143088
Median Absolute Deviation (MAD)0.1305133435
Skewness1.642531398
Sum5.374286176
Variance0.1299473674
MonotocityNot monotonic
2020-12-18T14:01:48.599978image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.300915.0%
 
0.313815.0%
 
0.00112505937615.0%
 
0.00570180939115.0%
 
0.00679345463715.0%
 
0.0101634111415.0%
 
0.625115.0%
 
0.00758759862315.0%
 
0.00395365173815.0%
 
0.339115.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
0.00112505937615.0%
 
0.00314826015715.0%
 
0.00395365173815.0%
 
0.00570180939115.0%
 
0.00603478665615.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.461470850715.0%
 
0.388515.0%
 

current_ratio
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2614042095
Minimum0.002783840403
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:48.727884image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.002783840403
5-th percentile0.003839939293
Q10.00995740436
median0.1369315427
Q30.320125
95-th percentile1.084355
Maximum1.2393
Range1.23651616
Interquartile range (IQR)0.3101675956

Descriptive statistics

Standard deviation0.3567011325
Coefficient of variation (CV)1.364557722
Kurtosis2.768053958
Mean0.2614042095
Median Absolute Deviation (MAD)0.1335918607
Skewness1.761215585
Sum5.22808419
Variance0.1272356979
MonotocityNot monotonic
2020-12-18T14:01:48.873317image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.00758673636515.0%
 
0.313815.0%
 
0.300915.0%
 
0.339115.0%
 
0.0115239948915.0%
 
0.0107606468915.0%
 
0.625115.0%
 
0.00389552344515.0%
 
0.00407009164815.0%
 
0.0107476270315.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
0.00278384040315.0%
 
0.00389552344515.0%
 
0.00407009164815.0%
 
0.00532949490515.0%
 
0.00758673636515.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 

ocf_to_or
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2717536504
Minimum0.001510637011
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:49.007219image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.001510637011
5-th percentile0.003469199187
Q10.008075824531
median0.1363983315
Q30.35145
95-th percentile1.084355
Maximum1.2393
Range1.237789363
Interquartile range (IQR)0.3433741755

Descriptive statistics

Standard deviation0.3608727106
Coefficient of variation (CV)1.327940619
Kurtosis2.260243043
Mean0.2717536504
Median Absolute Deviation (MAD)0.1338568723
Skewness1.621044247
Sum5.435073008
Variance0.1302291133
MonotocityNot monotonic
2020-12-18T14:01:49.145460image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.313815.0%
 
0.0120089346315.0%
 
0.300915.0%
 
0.339115.0%
 
0.00532091413515.0%
 
0.00642728279415.0%
 
0.625115.0%
 
0.00357228140715.0%
 
0.00151063701115.0%
 
1.076215.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
0.00151063701115.0%
 
0.00357228140715.0%
 
0.00532091413515.0%
 
0.0056721583515.0%
 
0.00642728279415.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.5006236215.0%
 
0.388515.0%
 

opincome_of_ebt
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2690623464
Minimum-0.001669387755
Maximum1.2393
Zeros0
Zeros (%)0.0%
Memory size160.0 B
2020-12-18T14:01:49.276624image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001669387755
5-th percentile0.001877631601
Q10.00773425039
median0.1329227369
Q30.35145
95-th percentile1.084355
Maximum1.2393
Range1.240969388
Interquartile range (IQR)0.3437157496

Descriptive statistics

Standard deviation0.3601447333
Coefficient of variation (CV)1.338517775
Kurtosis2.365304095
Mean0.2690623464
Median Absolute Deviation (MAD)0.1327252723
Skewness1.645762123
Sum5.381246928
Variance0.1297042289
MonotocityNot monotonic
2020-12-18T14:01:49.410383image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.0110725355715.0%
 
0.313815.0%
 
0.300915.0%
 
0.00555237557315.0%
 
0.00581712827615.0%
 
0.0111099324515.0%
 
0.625115.0%
 
0.46028655615.0%
 
0.339115.0%
 
1.076215.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
-0.00166938775515.0%
 
0.0020643168315.0%
 
0.00555237557315.0%
 
0.00581712827615.0%
 
0.00615217128715.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.46028655615.0%
 
0.388515.0%
 

wgt_turn_6m
Real number (ℝ)

HIGH CORRELATION
UNIQUE
ZEROS

Distinct20
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2403606953
Minimum-0.002058929015
Maximum1.2393
Zeros1
Zeros (%)5.0%
Memory size160.0 B
2020-12-18T14:01:49.543606image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.002058929015
5-th percentile-0.0001029464508
Q10.002731139002
median0.009044420091
Q30.318475
95-th percentile1.084355
Maximum1.2393
Range1.241358929
Interquartile range (IQR)0.315743861

Descriptive statistics

Standard deviation0.3629876503
Coefficient of variation (CV)1.510178899
Kurtosis2.873685043
Mean0.2403606953
Median Absolute Deviation (MAD)0.0100738846
Skewness1.829015634
Sum4.807213907
Variance0.1317600343
MonotocityNot monotonic
2020-12-18T14:01:49.682487image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0.00268806008715.0%
 
-0.00205892901515.0%
 
015.0%
 
0.625115.0%
 
0.0041290704715.0%
 
0.00353923443915.0%
 
0.250515.0%
 
0.00699540472715.0%
 
0.300915.0%
 
1.076215.0%
 
Other values (10)1050.0%
 
ValueCountFrequency (%) 
-0.00205892901515.0%
 
015.0%
 
0.00183938511415.0%
 
0.00212938364915.0%
 
0.00268806008715.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 

wgt_turn_3m
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1553243695
Minimum-0.001169812085
Maximum1.2393
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:49.811854image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001169812085
5-th percentile-5.849060425e-05
Q10.002152156055
median0.004728780613
Q30.2631
95-th percentile0.43104
Maximum1.2393
Range1.240469812
Interquartile range (IQR)0.2609478439

Descriptive statistics

Standard deviation0.2927428211
Coefficient of variation (CV)1.884719198
Kurtosis10.16248624
Mean0.1553243695
Median Absolute Deviation (MAD)0.004728780613
Skewness2.924717331
Sum3.106487389
Variance0.08569835928
MonotocityNot monotonic
2020-12-18T14:01:49.952993image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.388515.0%
 
0.00242729382315.0%
 
0.00260865653715.0%
 
0.241742598515.0%
 
0.00132674275215.0%
 
0.0034949306915.0%
 
0.339115.0%
 
0.250515.0%
 
0.00643266611515.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
-0.00116981208515.0%
 
0315.0%
 
0.00132674275215.0%
 
0.00242729382315.0%
 
0.00260865653715.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.388515.0%
 
0.339115.0%
 
0.311615.0%
 
0.300915.0%
 

turn_6m
Real number (ℝ)

ZEROS

Distinct17
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.165853417
Minimum-0.001898966372
Maximum1.2393
Zeros4
Zeros (%)20.0%
Memory size160.0 B
2020-12-18T14:01:50.081112image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.001898966372
5-th percentile-9.494831858e-05
Q10.003196472615
median0.005787751703
Q30.266325
95-th percentile0.65581
Maximum1.2393
Range1.241198966
Interquartile range (IQR)0.2631285274

Descriptive statistics

Standard deviation0.3161066024
Coefficient of variation (CV)1.905939643
Kurtosis6.554770968
Mean0.165853417
Median Absolute Deviation (MAD)0.005787751703
Skewness2.442040672
Sum3.31706834
Variance0.0999233841
MonotocityNot monotonic
2020-12-18T14:01:50.233323image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
0420.0%
 
0.339115.0%
 
0.625115.0%
 
0.00841109808515.0%
 
0.0048146307915.0%
 
0.495465306115.0%
 
0.00676087261715.0%
 
0.00426196348615.0%
 
0.0044904446315.0%
 
0.00468607806415.0%
 
Other values (7)735.0%
 
ValueCountFrequency (%) 
-0.00189896637215.0%
 
0420.0%
 
0.00426196348615.0%
 
0.0044904446315.0%
 
0.00455382400415.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.625115.0%
 
0.495465306115.0%
 
0.339115.0%
 
0.313815.0%
 

turn_3m
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1911098713
Minimum-0.003679985889
Maximum1.0762
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:50.370035image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.003679985889
5-th percentile-0.001786066399
Q10.001916572655
median0.006349087745
Q30.320125
95-th percentile0.647655
Maximum1.0762
Range1.079879986
Interquartile range (IQR)0.3182084273

Descriptive statistics

Standard deviation0.2865926896
Coefficient of variation (CV)1.499622639
Kurtosis3.640656855
Mean0.1911098713
Median Absolute Deviation (MAD)0.007192280958
Skewness1.801460971
Sum3.822197427
Variance0.08213536973
MonotocityNot monotonic
2020-12-18T14:01:50.507495image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.313815.0%
 
1.076215.0%
 
0.00689983487215.0%
 
0.00579834061815.0%
 
-0.00168638642615.0%
 
0.300915.0%
 
0.43568392415.0%
 
0.339115.0%
 
0.00239599083315.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
-0.00367998588915.0%
 
-0.00168638642615.0%
 
0210.0%
 
0.000478318120615.0%
 
0.00239599083315.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.43568392415.0%
 
0.388515.0%
 
0.339115.0%
 

wgt_return_12m
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct16
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1679512077
Minimum-0.0006460356573
Maximum1.2393
Zeros5
Zeros (%)25.0%
Memory size160.0 B
2020-12-18T14:01:50.638174image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-0.0006460356573
5-th percentile-3.230178287e-05
Q10
median0.01110920731
Q30.0789075509
95-th percentile1.084355
Maximum1.2393
Range1.239946036
Interquartile range (IQR)0.0789075509

Descriptive statistics

Standard deviation0.3580433559
Coefficient of variation (CV)2.1318296
Kurtosis5.299944078
Mean0.1679512077
Median Absolute Deviation (MAD)0.01110920731
Skewness2.458333429
Sum3.359024154
Variance0.1281950447
MonotocityNot monotonic
2020-12-18T14:01:50.783392image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%) 
0525.0%
 
0.0119243596515.0%
 
0.388515.0%
 
0.0217100678615.0%
 
-0.000646035657315.0%
 
1.239315.0%
 
0.0186185702315.0%
 
0.0145154245715.0%
 
0.00722303010715.0%
 
0.00169288578915.0%
 
Other values (6)630.0%
 
ValueCountFrequency (%) 
-0.000646035657315.0%
 
0525.0%
 
0.00169288578915.0%
 
0.00348073361815.0%
 
0.00722303010715.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.388515.0%
 
0.300915.0%
 
0.250515.0%
 

wgt_return_6m
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1939799852
Minimum0
Maximum1.2393
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:50.910857image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.007824047971
median0.01643004607
Q30.31215
95-th percentile0.65581
Maximum1.2393
Range1.2393
Interquartile range (IQR)0.304325952

Descriptive statistics

Standard deviation0.3069615596
Coefficient of variation (CV)1.582439339
Kurtosis6.59080197
Mean0.1939799852
Median Absolute Deviation (MAD)0.01443007728
Skewness2.348604788
Sum3.879599703
Variance0.09422539905
MonotocityNot monotonic
2020-12-18T14:01:51.051366image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.00605730079315.0%
 
0.300915.0%
 
0.625115.0%
 
0.339115.0%
 
0.00721131083115.0%
 
0.0178503783215.0%
 
0.0101523582615.0%
 
0.250515.0%
 
0.313815.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
0210.0%
 
0.00399993756415.0%
 
0.00605730079315.0%
 
0.00721131083115.0%
 
0.00802829368515.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 
0.313815.0%
 

wgt_return_3m
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1876745804
Minimum0
Maximum1.2393
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:51.186300image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.007131849794
median0.0158981015
Q30.318475
95-th percentile0.65581
Maximum1.2393
Range1.2393
Interquartile range (IQR)0.3113431502

Descriptive statistics

Standard deviation0.3134750222
Coefficient of variation (CV)1.670311566
Kurtosis6.032272806
Mean0.1876745804
Median Absolute Deviation (MAD)0.01329730722
Skewness2.28210623
Sum3.753491608
Variance0.09826658957
MonotocityNot monotonic
2020-12-18T14:01:51.329992image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.43568392415.0%
 
0.300915.0%
 
0.00520158855415.0%
 
0.00532781145415.0%
 
0.625115.0%
 
0.0102738177515.0%
 
0.339115.0%
 
0.0184925029915.0%
 
0.0166614843215.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
0315.0%
 
0.00520158855415.0%
 
0.00532781145415.0%
 
0.00773319590715.0%
 
0.00864928319815.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
0.625115.0%
 
0.43568392415.0%
 
0.388515.0%
 
0.339115.0%
 

wgt_return_1m
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct18
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1997961958
Minimum0
Maximum1.2393
Zeros3
Zeros (%)15.0%
Memory size160.0 B
2020-12-18T14:01:51.456458image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.007468179466
median0.0162771326
Q30.304125
95-th percentile1.084355
Maximum1.2393
Range1.2393
Interquartile range (IQR)0.2966568205

Descriptive statistics

Standard deviation0.354774101
Coefficient of variation (CV)1.77567996
Kurtosis4.559952475
Mean0.1997961958
Median Absolute Deviation (MAD)0.01310471348
Skewness2.246379558
Sum3.995923917
Variance0.1258646627
MonotocityNot monotonic
2020-12-18T14:01:51.596025image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
0315.0%
 
0.0103316183115.0%
 
0.300915.0%
 
0.0155677792515.0%
 
0.00762912516815.0%
 
0.0170668992915.0%
 
0.011548843815.0%
 
0.0069853423615.0%
 
0.339115.0%
 
0.00808698430615.0%
 
Other values (8)840.0%
 
ValueCountFrequency (%) 
0315.0%
 
0.00634483823615.0%
 
0.0069853423615.0%
 
0.00762912516815.0%
 
0.00808698430615.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.356865104615.0%
 
0.339115.0%
 
0.313815.0%
 

return_3m
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.19136263
Minimum0
Maximum1.0762
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:51.732483image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.008294688324
median0.01733103729
Q30.31215
95-th percentile0.647655
Maximum1.0762
Range1.0762
Interquartile range (IQR)0.3038553117

Descriptive statistics

Standard deviation0.2817224373
Coefficient of variation (CV)1.4721915
Kurtosis4.110086077
Mean0.19136263
Median Absolute Deviation (MAD)0.01391311216
Skewness1.910131212
Sum3.8272526
Variance0.0793675317
MonotocityNot monotonic
2020-12-18T14:01:51.870248image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.00701033861215.0%
 
0.300915.0%
 
0.00831142192815.0%
 
0.020825983815.0%
 
0.00824448751315.0%
 
0.0183367266515.0%
 
0.625115.0%
 
0.00840067931615.0%
 
0.313815.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
0210.0%
 
0.0068358502715.0%
 
0.00701033861215.0%
 
0.00824448751315.0%
 
0.00831142192815.0%
 
ValueCountFrequency (%) 
1.076215.0%
 
0.625115.0%
 
0.43568392415.0%
 
0.388515.0%
 
0.313815.0%
 

return_1m
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2341764455
Minimum0
Maximum1.2393
Zeros2
Zeros (%)10.0%
Memory size160.0 B
2020-12-18T14:01:52.006694image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0107800779
median0.02108859256
Q30.320125
95-th percentile1.084355
Maximum1.2393
Range1.2393
Interquartile range (IQR)0.3093449221

Descriptive statistics

Standard deviation0.3636898719
Coefficient of variation (CV)1.553059152
Kurtosis2.972188003
Mean0.2341764455
Median Absolute Deviation (MAD)0.01864312671
Skewness1.879022569
Sum4.683528909
Variance0.1322703229
MonotocityNot monotonic
2020-12-18T14:01:52.156991image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%) 
0210.0%
 
0.313815.0%
 
0.339115.0%
 
0.00944889097315.0%
 
0.0185935789615.0%
 
0.0207314774315.0%
 
0.247338982315.0%
 
0.0113625953215.0%
 
0.625115.0%
 
1.076215.0%
 
Other values (9)945.0%
 
ValueCountFrequency (%) 
0210.0%
 
0.00489093169815.0%
 
0.00537020691415.0%
 
0.00944889097315.0%
 
0.0112238068815.0%
 
ValueCountFrequency (%) 
1.239315.0%
 
1.076215.0%
 
0.625115.0%
 
0.388515.0%
 
0.339115.0%
 

Interactions

2020-12-18T14:00:07.861471image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.025736image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.154057image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.257114image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.354216image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.451954image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.545295image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.635096image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.733149image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.832873image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:08.933352image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.043429image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.137072image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.250451image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.356405image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.462946image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.567815image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.668189image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.757275image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.842927image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:09.931961image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.018750image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.105012image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.191609image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.279224image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.365288image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.450750image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.544410image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.629318image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.716265image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.802244image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.888699image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:10.974023image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.059932image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.150556image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.235011image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.322063image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.405121image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.510916image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.613478image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.707730image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.791512image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.886646image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:11.989078image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.296461image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.417026image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.509213image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.597978image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.698416image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.791570image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.884850image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:12.974185image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.068519image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.170404image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.260248image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.346810image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.437899image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.525181image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.611232image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.700086image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.794579image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.892829image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:13.986075image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.084499image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.180519image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.276596image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.388520image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.510975image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.608334image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.692499image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.783512image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.879190image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:14.981047image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:15.073372image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:00:15.173193image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:24.256643image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.374193image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.488872image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.601925image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.710024image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.822525image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:24.930066image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:25.038933image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:25.186410image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:25.888321image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:26.122500image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:26.237484image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:26.370453image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:27.632596image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:28.281278image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:29.682000image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:29.909600image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:30.023001image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:30.141970image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:30.474564image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:30.811450image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:30.922443image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:31.364741image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:31.703208image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:31.810803image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:31.920078image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.033160image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.159521image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.274214image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.384173image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.501590image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:32.727406image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.839953image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:32.950885image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.079343image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.193765image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.311939image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.419956image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.549974image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.661600image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.775686image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.887297image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:33.999629image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.137152image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.247181image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.364429image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.475217image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.596884image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.705042image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.816605image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:34.926337image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.041923image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.160420image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.270232image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.379227image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.490237image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.608270image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.721248image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.829176image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:35.937942image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.044966image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.163040image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.268658image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.376976image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.488640image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.605578image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.768486image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:36.896469image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.029814image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.167510image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.282026image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.409250image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.522129image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.641105image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.751990image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.869150image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:37.979556image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.097573image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.217695image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.337109image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.453908image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.573037image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.681115image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.790333image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:38.899955image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.014143image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.139905image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.254409image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.365607image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.474916image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.594543image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.707856image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.818705image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:39.931459image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:40.043992image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:40.164598image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-12-18T14:01:40.736257image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:40.847582image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:40.960453image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.085420image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.200983image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.313138image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.422167image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.542245image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.657903image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.782912image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:41.909741image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:42.036588image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Correlations

2020-12-18T14:01:52.349029image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-12-18T14:01:52.656974image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-12-18T14:01:52.943590image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-12-18T14:01:53.240165image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2020-12-18T14:01:42.352019image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-12-18T14:01:43.777605image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Sample

First rows

nameDAVOL20_minDAVOL5_minVSTD_6d_minturnover_vol_100d_minturnover_vol_5d_minTO_100d_minTO_20d_minTO_5d_minPPReversal_20_minNCFP_minBP_LF_minVSTD_6d_maxturnover_vol_20d_maxturnover_vol_5d_maxn_cashflow_actassets_turncurrent_ratioocf_to_oropincome_of_ebtwgt_turn_6mwgt_turn_3mturn_6mturn_3mwgt_return_12mwgt_return_6mwgt_return_3mwgt_return_1mreturn_3mreturn_1m
0000810.SZ0.0027100.0025300.0025740.0151880.0036960.0141660.0132030.0127470.0077220.0045370.0017180.0029980.0065110.0023510.0112440.0060350.0107480.0096560.0058170.0021290.0047190.0042620.0004780.0148110.0178500.0151350.0155680.0148650.017402
1002624.SZ0.0000001.2393000.0000001.2393001.2393000.0000001.2393000.0000001.2393001.2393001.2393000.0000001.2393000.0000001.2393001.2393001.2393001.2393001.2393001.2393001.2393001.2393000.0000001.2393001.2393001.2393001.2393000.0000001.239300
2002197.SZ0.0063500.0046950.0032950.0068960.0024760.0012390.0065020.0060560.0043100.0012830.000186-0.0014750.001683-0.000630-0.0014400.0085070.0144410.0086250.0061520.0035390.0026090.0084110.0051500.0102940.0060570.0052020.0069850.0082440.009449
3002368.SZ0.0000001.0762001.0762000.0000001.0762001.0762001.0762001.0762001.0762001.0762001.0762001.0762000.0000001.0762001.0762001.0762001.0762001.0762001.0762001.0762000.0000000.0000001.0762001.0762000.0000000.0000001.0762001.0762001.076200
4002658.SZ0.0000000.3116000.0000000.3116000.3116000.0000000.3116000.0000000.0000000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.3116000.0000000.3116000.0000000.3116000.3116000.0000000.3116000.311600
5000725.SZ-0.000607-0.0007590.0007170.003497-0.0006220.0032910.0014830.0011830.0033210.0019920.0022690.0017000.0012090.0005430.0033900.0031480.0053290.0035720.0110730.0018390.0064330.0046860.002396-0.0006460.0040000.0077330.0115490.0068360.011363
6000586.SZ-0.001104-0.003114-0.002758-0.003132-0.003421-0.001705-0.001973-0.0039960.0054130.0068300.001959-0.003108-0.002486-0.0049340.0084930.0011250.0027840.001511-0.001669-0.002059-0.001170-0.001899-0.0016860.0016930.0072110.0102740.0063450.0084010.005370
7000606.SZ0.0040060.0047630.0035810.0037890.0049850.0062230.0058170.0078950.0035760.0036710.0012810.0035320.0026830.0037360.0039370.0075880.0038960.0053210.0020640.0027450.0034950.0045540.0069000.0072230.0101520.0089900.0103320.0083110.011224
8002475.SZ0.3885000.3885000.3885000.3885000.3885000.3885000.0000000.3885000.0000000.3885000.3885000.0000000.3885000.3885000.3885000.3885000.3885000.3885000.3885000.3885000.3885000.0000000.3885000.3885000.3885000.3885000.0000000.3885000.388500
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Last rows

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